, including all inherited members.
| addDoubleParameter(double *param, string name, double min=-DBL_MAX, double max=DBL_MAX) | AutomaticParameterTuner | |
| addEpochParameter(int *param, string name) | AutomaticParameterTuner | |
| addIntegerParameter(int *param, string name, int min=INT_MIN, int max=INT_MAX) | AutomaticParameterTuner | |
| AUC() | AUC | |
| AutomaticParameterTuner() | AutomaticParameterTuner | |
| BlendStopping() | BlendStopping | |
| BlendStopping(Algorithm *data) | BlendStopping | |
| BlendStopping(Algorithm *data, string algorithmFullPrediction) | BlendStopping | |
| calcBlending(char *fname=0) | BlendStopping | |
| calcCenter(const vector< pair< double, vector< double > > > &simplexPoints, vector< double > ¢er) | AutomaticParameterTuner | [protected] |
| calcError(const vector< double > ¶mVector) | AutomaticParameterTuner | [protected] |
| calcMinMax(const vector< pair< double, vector< double > > > &simplexPoints, int paramNr, double &min, double &max) | AutomaticParameterTuner | [protected] |
| calcRMSEonBlend() | BlendStopping | [virtual] |
| calcRMSEonProbe() | BlendStopping | [virtual] |
| clear() (defined in BlendStopping) | BlendStopping | |
| Framework::convertDateToInt(uint day, uint month, uint year, uint hour, uint minute, uint second) | Framework | [static] |
| AutomaticParameterTuner::convertDateToInt(uint day, uint month, uint year, uint hour, uint minute, uint second) | Framework | [static] |
| AUC::convertDateToInt(uint day, uint month, uint year, uint hour, uint minute, uint second) | Framework | [static] |
| Framework::convertIntToDate(uint date, uint &day, uint &month, uint &year, uint &hour, uint &minute, uint &second, uint &weekday) | Framework | [static] |
| AutomaticParameterTuner::convertIntToDate(uint date, uint &day, uint &month, uint &year, uint &hour, uint &minute, uint &second, uint &weekday) | Framework | [static] |
| AUC::convertIntToDate(uint date, uint &day, uint &month, uint &year, uint &hour, uint &minute, uint &second, uint &weekday) | Framework | [static] |
| expSearchChangeParams() | AutomaticParameterTuner | |
| expSearchCheckErr(double error) | AutomaticParameterTuner | |
| expSearcher(int minEpochs=0, int maxEpochs=200, int paramEpochs=3, int accelerationEpochs=2, double expInit=0.8, bool enableProbe=true, bool enableBlend=true) | AutomaticParameterTuner | |
| expSearchGetLowestError() | AutomaticParameterTuner | |
| expSearchParams(int minEpochs=0, int maxEpochs=100, int paramEpochs=3, int accelerationEpochs=10000, double expInit=0.8) | AutomaticParameterTuner | |
| expSearchReinitStepSize() | AutomaticParameterTuner | |
| expSearchSetEpochsToMinimizeBlend(int epochs) | AutomaticParameterTuner | |
| Framework::Framework() | Framework | |
| AutomaticParameterTuner::Framework() | Framework | |
| AUC::Framework() | Framework | |
| Framework::getAdditionalStartupParameter() | Framework | [static] |
| AutomaticParameterTuner::getAdditionalStartupParameter() | Framework | [static] |
| AUC::getAdditionalStartupParameter() | Framework | [static] |
| getAUC(REAL *prediction, int *labels, int nClass, int nDomain, int nLines) | AUC | |
| getClassificationError() | BlendStopping | |
| Framework::getDatasetType() | Framework | [static] |
| AutomaticParameterTuner::getDatasetType() | Framework | [static] |
| AUC::getDatasetType() | Framework | [static] |
| Framework::getFrameworkMode() | Framework | [static] |
| AutomaticParameterTuner::getFrameworkMode() | Framework | [static] |
| AUC::getFrameworkMode() | Framework | [static] |
| Framework::getMaxThreads() | Framework | [static] |
| AutomaticParameterTuner::getMaxThreads() | Framework | [static] |
| AUC::getMaxThreads() | Framework | [static] |
| Framework::getRandomSeed() | Framework | [static] |
| AutomaticParameterTuner::getRandomSeed() | Framework | [static] |
| AUC::getRandomSeed() | Framework | [static] |
| getReflectionPoint(const vector< double > ¢er, const vector< double > &worstPoint, vector< double > &reflectionPoint, double alpha) | AutomaticParameterTuner | [protected] |
| loadBlendingWeights(string path, int nPredictors) | BlendStopping | |
| m_A (defined in BlendStopping) | BlendStopping | [protected] |
| m_algorithmFullPrediction (defined in BlendStopping) | BlendStopping | [protected] |
| m_b (defined in BlendStopping) | BlendStopping | [protected] |
| m_blendingRegularization (defined in BlendStopping) | BlendStopping | [protected] |
| m_classificationError (defined in BlendStopping) | BlendStopping | [protected] |
| m_data (defined in BlendStopping) | BlendStopping | [protected] |
| m_doubleMax (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_doubleMin (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_doubleName (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_doubleParam (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_enableDebug (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_epochName (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_epochParam (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_epochParamBest (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_epochParamBreak (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_epochParamPos (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_expInit (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_expSearchAcceleration (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_expSearchAccelerationEpoch (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_expSearchDoubleParamBest (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_expSearchDoubleParamPos (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_expSearchEpoch (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_expSearchErrorBest (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_expSearchExponent (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_expSearchIntParamBest (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_expSearchIntParamPos (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_expSearchMaxEpochs (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_expSearchMaxEpochsBlend (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_expSearchMinEpochs (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_expSearchParamAccelerationEpochs (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_expSearchParamDirection (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_expSearchParamEpochs (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_expSearchTime (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_expSearchVariationCnt (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_globalWeights (defined in BlendStopping) | BlendStopping | [protected] |
| m_intMax (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_intMin (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_intName (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_intParam (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_nClass (defined in BlendStopping) | BlendStopping | [protected] |
| m_nDomain (defined in BlendStopping) | BlendStopping | [protected] |
| m_newPrediction (defined in BlendStopping) | BlendStopping | |
| m_nPredictors (defined in BlendStopping) | BlendStopping | [protected] |
| m_nTrain (defined in BlendStopping) | BlendStopping | [protected] |
| m_numTools (defined in BlendStopping) | BlendStopping | [protected] |
| m_optimizeBlendRMSE (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_optimizeProbeRMSE (defined in AutomaticParameterTuner) | AutomaticParameterTuner | [protected] |
| m_optimizeRMSE (defined in BlendStopping) | BlendStopping | [protected] |
| m_paramsAUC (defined in BlendStopping) | BlendStopping | [protected] |
| m_prediction (defined in BlendStopping) | BlendStopping | [protected] |
| m_singlePrediction (defined in BlendStopping) | BlendStopping | [protected] |
| m_usedFiles (defined in BlendStopping) | BlendStopping | [protected] |
| m_x (defined in BlendStopping) | BlendStopping | [protected] |
| m_xBest (defined in BlendStopping) | BlendStopping | [protected] |
| NelderMeadSearch(int maxEpochs=200) | AutomaticParameterTuner | |
| plotParameters(int epoch, const vector< pair< double, vector< double > > > &simplexPoints) | AutomaticParameterTuner | [protected] |
| predictEnsembleOutput(REAL **predictions, REAL *output) | BlendStopping | |
| printWeights(bool printBest=false) | BlendStopping | |
| removeDoubleParameter(string name) | AutomaticParameterTuner | |
| removeEpochParameter(string name) | AutomaticParameterTuner | |
| removeIntegerParameter(string name) | AutomaticParameterTuner | |
| saveBestPrediction() | BlendStopping | [virtual] |
| saveBlendingWeights(string path, bool saveBest=false) | BlendStopping | |
| saveTmpBestWeights() | BlendStopping | |
| Framework::setAdditionalStartupParameter(char *s) | Framework | [static] |
| AutomaticParameterTuner::setAdditionalStartupParameter(char *s) | Framework | [static] |
| AUC::setAdditionalStartupParameter(char *s) | Framework | [static] |
| setCurrentParameter(const vector< double > ¶mVector) | AutomaticParameterTuner | [protected] |
| Framework::setDatasetType(bool isClassification) | Framework | [static] |
| AutomaticParameterTuner::setDatasetType(bool isClassification) | Framework | [static] |
| AUC::setDatasetType(bool isClassification) | Framework | [static] |
| setDebug(bool en) | AutomaticParameterTuner | |
| Framework::setFrameworkMode(int mode) | Framework | [static] |
| AutomaticParameterTuner::setFrameworkMode(int mode) | Framework | [static] |
| AUC::setFrameworkMode(int mode) | Framework | [static] |
| Framework::setMaxThreads(int n) | Framework | [static] |
| AutomaticParameterTuner::setMaxThreads(int n) | Framework | [static] |
| AUC::setMaxThreads(int n) | Framework | [static] |
| setOptimizeBlendRmse(bool enable) | AutomaticParameterTuner | |
| setOptimizeProbeRmse(bool enable) | AutomaticParameterTuner | |
| Framework::setRandomSeed(int n) | Framework | [static] |
| AutomaticParameterTuner::setRandomSeed(int n) | Framework | [static] |
| AUC::setRandomSeed(int n) | Framework | [static] |
| setRegularization(REAL reg) | BlendStopping | |
| simpleStochasticParameterFinder(double minProbeImpro=0.00002, int maxProbeEpochsWithoutImpro=100, double minBlendImpro=0.000001, int maxBlendEpochsWithoutImpro=200, double stdDev=0.1) | AutomaticParameterTuner | |
| ~AUC() | AUC | |
| ~AutomaticParameterTuner() | AutomaticParameterTuner | [virtual] |
| ~BlendStopping() | BlendStopping | |
| Framework::~Framework() | Framework | |
| AutomaticParameterTuner::~Framework() | Framework | |
| AUC::~Framework() | Framework | |
